Final Clean Data Exploratory Report

Basic Statistics

Raw Counts

Name	Value
Rows	200
Columns	154
Discrete columns	38
Continuous columns	113
All missing columns	3
Missing observations	4,456
Complete Rows	0
Total observations	30,800
Memory allocation	277.2 Kb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 1 columns ignored with more than 50 categories.
## codigo_paciente: 200 categories

Bar Chart (by estado_final)

## 1 columns ignored with more than 50 categories.
## codigo_paciente: 200 categories

QQ Plot

## Warning: Removed 238 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 238 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 484 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 484 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 48 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 48 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 230 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 230 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 150 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 150 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 234 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 234 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 59 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 59 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 190 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 190 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 301 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 301 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 323 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 323 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 327 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 327 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 346 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 346 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 191 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 191 rows containing non-finite outside the scale range (`stat_qq_line()`).

QQ Plot (by estado_final)

## Warning: Removed 238 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 238 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 484 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 484 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 48 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 48 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 230 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 230 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 150 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 150 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 234 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 234 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 59 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 59 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 190 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 190 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 301 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 301 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 323 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 323 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 327 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 327 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 346 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 346 rows containing non-finite outside the scale range (`stat_qq_line()`).

## Warning: Removed 191 rows containing non-finite outside the scale range (`stat_qq()`).

## Warning: Removed 191 rows containing non-finite outside the scale range (`stat_qq_line()`).

Correlation Analysis

## Insufficient complete rows! Skipping correlation analysis.

Principal Component Analysis

## Insufficient complete rows! Skipping principal component analysis.

Bivariate Distribution

Boxplot (by estado_final)

## Warning: Removed 483 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 281 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 296 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 247 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 129 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 264 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 410 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 434 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 459 rows containing non-finite outside the scale range (`stat_boxplot()`).

## Warning: Removed 116 rows containing non-finite outside the scale range (`stat_boxplot()`).

Scatterplot (by estado_final)